收藏一些电子书

All-in-one text de-duplication

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

Reading list for research topics in multimodal machine learning

(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

Google Research

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine…

A complete ML study path, focused on TensorFlow and Scikit-Learn

Deep Learning for humans

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

吴恩达老师的机器学习课程个人笔记

TensorFlow code and pre-trained models for BERT

It is open source ebook about TensorFlow kernel and implementation mechanism.

Notes talking about the design and implementation of Apache Spark

Scala examples for learning to use Spark

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Deep Learning Book Chinese Translation

GloVe model for distributed word representation

MIT Deep Learning Book in PDF format

tinyhttpd 是一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。

Bayesian Optimization using xgboost and sklearn API

DBSCAN clustering algorithm on top of Apache Spark

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

Python library and shell utilities to monitor filesystem events.